710 citations · 723 across the 2 of their papers we have counts for
2 papers
stat.ML2011★ 13 cited
Multiple Gaussian Process Models
Cedric Archambeau, Francis Bach
We consider a Gaussian process formulation of the multiple kernel learning problem. The goal is to select the convex combination of kernel matrices that best explains the data and…
cs.LG2007★ 710 cited
Consistency of the group Lasso and multiple kernel learning
Francis Bach
We consider the least-square regression problem with regularization by a block 1-norm, i.e., a sum of Euclidean norms over spaces of dimensions larger than one. This problem, refer…